Modernize AI + Data Platform

Empowering business growth with our data engineering platform

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Platform Engineering & Services
Cloud data mastery for real-time analytics and smart governance.
Our modern data platform supports complex scenarios, right from multi-cloud environments to migrations from one platform to another or hybrid on prem+ cloud environments.
Data streaming and disaster recovery

Our platform facilitates data streaming, broadcasting live transactions for downstream systems and third-party integration. We gather data from various sources, platforms, and environments to form data lakes, providing real-time data warehousing and analytics. We can also accommodate intricate disaster recovery and backup needs, including separating transactional systems from analytical loads for load management and automated schema/DDL evolution.

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Leveraging automation and machine learning

We leverage the power of automation to streamline dataflows and use machine learning to learn from remediation to scale faster. We help simplify complex processes by democratising data governance and data management.

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Smart technologies for data governance

We offer the capability to leverage smart technologies like pattern recognition, data cataloguing, data lineage, and machine learning. We help you organise your data at scale and with the right data governance practices, you can achieve organisation-wide collaboration on data ownership, curation, remediation, and reuse.

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Data Governance
Elevate governance, quality, and automation with cutting-edge solutions
With tremendous volumes and sources of data for any large data initiative, the focus has shifted back towards data governance. We ensure that you are compliant, secure and can provide your team with the access that it needs.
What does this service include?
Empowering data governance

At Exponentia.ai, we are committed to assisting you with data governance by capturing and understanding data through discovery, profiling, and benchmarking tools and capabilities. For instance, we can automatically detect a piece of personal data, such as a Social Security number, within a new data set and trigger an alert.

Enhancing data quality

To ensure that our Algorithms predict accurately, we strive to improve the quality of data with validation, data cleansing, and data enrichment. We manage data with metadata-driven ETL, ELT and data integration applications, to track and trace data pipelines with end-to-end data lineage.

Controlling data

We control your organisation’s diverse sources and massive volumes of data with tools that actively review, monitor, and document data. This allows it to be augmented by metadata to increase its relevance, searchability, accessibility, linkability, and compliance.

Empowering users

We work with you and your team to provide easy self-service tools that help you automate your data stewardship tasks so that you can focus on your business

Modern data platform

Our modern data platform is designed to automate the daily mundane activities and streamline dataflows. We use machine learning to learn from remediation and scale faster, as well as to simplify data governance and data management. We also leverage smart technologies like pattern recognition, data cataloguing, data lineage, and machine learning to organise data at scale.

Empowering data governance

At Exponentia.ai, we are committed to assisting you with data governance by capturing and understanding data through discovery, profiling, and benchmarking tools and capabilities. For instance, we can automatically detect a piece of personal data, such as a Social Security number, within a new data set and trigger an alert.

Enhancing data quality

To ensure that our Algorithms predict accurately, we strive to improve the quality of data with validation, data cleansing, and data enrichment. We manage data with metadata-driven ETL, ELT and data integration applications, to track and trace data pipelines with end-to-end data lineage.

Controlling data

We control your organisation’s diverse sources and massive volumes of data with tools that actively review, monitor, and document data. This allows it to be augmented by metadata to increase its relevance, searchability, accessibility, linkability, and compliance.

Empowering users

We work with you and your team to provide easy self-service tools that help you automate your data stewardship tasks so that you can focus on your business

Modern data platform

Our modern data platform is designed to automate the daily mundane activities and streamline dataflows. We use machine learning to learn from remediation and scale faster, as well as to simplify data governance and data management. We also leverage smart technologies like pattern recognition, data cataloguing, data lineage, and machine learning to organise data at scale.

We leverage the power of automation to streamline dataflows and use machine learning to learn from remediation to scale faster. We help simplify complex processes by democratising data governance and data management.

Managed Services
Streamline Your Data Management with Our Comprehensive Managed Services

We offer a wide range of services to cater to your diverse needs. This includes consulting, system integration, data strategy and management, data engineering, data science, business intelligence, artificial intelligence, and cognitive computing. Our team of experts can handle the entire analytics lifecycle, from data collection and preparation to data analysis and visualisation. Whether you’re using AWS, Microsoft technologies, or your custom environments, we’ve got you covered.

What is a part of this service?
Continuous monitoring

We offer continuous monitoring for scheduled jobs, reports, tasks, and more on top of generating audit reports, providing you with a comprehensive overview of your operations.

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Software Development

Our email alerts provide your teams with failure logs enabling them to quickly identify and address any issues, minimising downtime, and disruption.

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Customer service

We actively tackle challenges by rerunning jobs, editing reports, and escalating as necessary. Our end-to-end ownership of Business As Usual (BAU) operations lets your team focus on other high-value tasks.

Business analysis

At Exponentia.ai, we’re working with customers to pioneer analytics as a service with AI. Our core domain expertise lies across BFSI particularly Insurance and NBFC’s on top of CPG and manufacturing.

Business-as-Usual (BAU) Processes require continuous monitoring, issue resolution & root cause analyses along with periodic upgrades and change request implementations. We help you avoid recurring failures using standard preventive measures while we automate manual processes to avoid human errors, delays and inaccuracies.

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Data Migration
Seamless, Scalable, Future-Ready Migration
Data migration today is more than a transfer—it’s a strategic transformation that enables analytics, AI, and business growth.

At Exponentia.ai, we deliver end-to-end migration across legacy, cloud, and hybrid environments—ensuring zero disruption, strong governance, and a future-ready data foundation.
Beyond Lift-and-Shift
We transform migration from a technical activity into a business enabler:
  • Modernize legacy data architectures for scale and performance
  • Enable real-time, analytics-ready data ecosystems
  • Embed governance, lineage, and compliance from inception
  • Automate validation to reduce risk and effort
Result: Clean, trusted, and AI-ready data—not just migrated datasets
End-to-End Migration Framework
Discover & Assess

Data profiling, lineage mapping, and dependency analysis

Plan & Architect

Scalable target architecture and migration strategy design

Migrate & Transform

Automated ETL/ELT pipelines with data cleansing and standardization

Validate & Govern

Quality checks, compliance controls, and full traceability

Optimize & Scale

Performance tuning and enablement of analytics, AI, and reporting

Eliminate the Legacy Tax:

Stop funding closed SAS environments (typically 700K–1M annually) and redirect that capital toward GenAI and machine learning.

Unify Your Talent Ecosystem:

Transition from fragmented legacy operations to a modern Python, Apache Spark, and MLflow ecosystem.

De-Risk Regulatory Workloads:

Safely migrate mission-critical actuarial and risk models using deterministic validation and functional parity.

Enterprise-Ready Capabilities
Legacy to Cloud Modernization

Seamless migration from legacy systems to scalable cloud and modern data platforms

ETL & BI Platform Transitions

Re-platform and optimize ETL pipelines and analytics ecosystems

Data Consolidation

Unify fragmented data across systems, geographies, and business units

Hybrid & Multi-Cloud Integration

Enable secure, governed data movement across hybrid and multi-cloud environments

Automated & Intelligent Execution

Leverage automation and ML to accelerate migration with accuracy and resilience

Confidence Engineering:

We systematically resolve the technical traps that break 60–70% of unsupported migrations, including complex procedural data steps, SAS merge semantics, and ANSI NULL handling.

Row-Level Validation:

We enforce 100% row-perfect functional parity gates prior to any production cutover.

Fixed-Fee AI Advisory Sprint:

Before any commitment, our 6–8 week diagnostic delivers a SAS Estate Scorecard, an AI Roadmap, and a fully costed Migration Business Case.

Business Impact
Cost Optimization

Reduce infrastructure and operational costs through efficient architectures

Faster Time-to-Insight

Accelerate access to analytics and decision-ready data

Productivity Gains

Improve data engineering efficiency through automation

Stronger Governance

Enhance compliance, data quality, and traceability

AI-Ready Foundation

Enable advanced analytics, ML, and AI use cases

Automated Modernization:

Achieve 70–90% automated SAS-to-PySpark conversion with per-program confidence scoring.

Concurrent AI Incubation:

Stand up real-time pricing and predictive intelligence alongside the migration process, not years after it.

Day 1 Modern Governance:

Instant unification of data engineering and AI governance under Databricks Unity Catalog.

Why Exponentia.ai?
Platform-Led Execution

Automated, scalable migration powered by modern data engineering frameworks

Proven Migration Frameworks

Structured approach to de-risk complex enterprise programs

End-to-End Ownership

From strategy and execution to post-migration optimization

Deep Ecosystem Expertise

Strong capabilities across cloud, data, and analytics platforms

Outcome-Driven Delivery

Focused on measurable business impact, not just technical migration

~38% TCO Reduction:

Unlock $380K to $1.2M in three-year savings by avoiding massive legacy renewals.

90–95% Runtime Reduction:

Transform multi-day legacy batch workflows into serverless operations that run in under 3 hours.

Self-Funded AI Transformation:

Turn your next SAS renewal into both your AI platform and your AI budget

Accelerate Your Migration Journey
Modernization often starts with high-impact transformations like legacy analytics and ETL migrations.
Explore how Exponentia.ai helps enterprises seamlessly transition from SAS to modern platforms like Databricks—unlocking faster processing, lower costs, and AI-ready data environments.

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